sbu-ce/deep-learning

SBU Deep Learning Course Materials and Codes

Deep Learning

Introduction

This is the repository of the materials taught in Deep Learning course at Shahid Beheshti University. In this course, the graduate students will be acquainted with the fundamental concepts of deep learning in general, and it's applications in particular.

Course Instructor:

Dr. Hamed Malek

Current TAs:

• Mohammad Hashemi
• Tara Gheshlaghi
• Naghme Farzi
• Sahar Farazi
• Zohreh Yousefzade
• M Ramezani

Links

Telegram Channel: https://t.me/SBU_DL_Spring2022

Programming labs videos and codes

Content	Video link	Inspired By
Python Review	Link	-
Numpy, Pandas & Scikit-learn Tutorial	Link	Introduction to Data Science in Python (Coursera)
PyTorch Tutorial	Link	PyTorch Tutorial for Deep Learning Researchers
Convolution Neural Networks	Link	PyTorch Tutorial for Deep Learning Researchers
Recurrent Neural Networks	Link	Udacity's Deep Learning v7 Nanodegree program
An introduction to BERT	Link	-